Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "78" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 92 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 90 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459909 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 31.507158 | 0.220856 | -0.761793 | 0.572757 | 2.279623 | -1.620131 | 1.380740 | -0.306963 | 0.4348 | 0.6591 | 0.3950 | nan | nan |
| 2459908 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 32.906736 | 0.074705 | -0.686126 | 0.566250 | 2.100038 | -1.368482 | 0.830636 | 0.174794 | 0.4401 | 0.6635 | 0.3942 | nan | nan |
| 2459907 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 31.564393 | -0.332456 | -0.463115 | -0.579182 | 1.722087 | -2.098556 | 2.338456 | 0.416341 | 0.4633 | 0.6578 | 0.3822 | nan | nan |
| 2459906 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 32.642866 | -0.310582 | -0.134983 | -0.029583 | 1.945714 | -1.334911 | 0.920172 | 1.090107 | 0.4523 | 0.6484 | 0.3819 | nan | nan |
| 2459905 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 31.218009 | -0.343164 | -0.268199 | -0.105155 | 4.905398 | -2.752524 | 3.146539 | 0.472979 | 0.4509 | 0.6506 | 0.3863 | nan | nan |
| 2459904 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 31.693844 | -0.347815 | -0.083061 | 0.106405 | 2.833334 | -1.688792 | -0.800006 | 0.972547 | 0.4539 | 0.6472 | 0.3788 | nan | nan |
| 2459903 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 32.100079 | -0.305562 | -0.279097 | -0.184193 | 1.596405 | -1.561759 | -0.908435 | 0.860478 | 0.4604 | 0.6535 | 0.3832 | nan | nan |
| 2459902 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 35.398167 | -0.130277 | -0.151776 | 0.130560 | 2.008333 | -1.649280 | 2.952381 | 0.122197 | 0.4661 | 0.6553 | 0.3768 | nan | nan |
| 2459901 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 255.416481 | 254.796428 | inf | inf | 7.251245 | 7.592338 | -5.100854 | -5.006895 | nan | nan | nan | nan | nan |
| 2459900 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 32.256524 | -0.570751 | -0.552611 | -0.421691 | 1.166132 | -1.872310 | 1.294933 | 0.049096 | 0.4089 | 0.6061 | 0.3294 | nan | nan |
| 2459898 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 30.408831 | -0.582154 | -0.431979 | -0.376490 | 2.490197 | -2.144229 | -0.590940 | 0.662229 | 0.4593 | 0.6536 | 0.3818 | nan | nan |
| 2459897 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 29.534849 | -0.474829 | -0.165396 | -0.242069 | 3.245353 | -2.318754 | 0.824143 | 0.656831 | 0.4690 | 0.6573 | 0.3759 | nan | nan |
| 2459896 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 28.515090 | -0.510124 | -0.245189 | -0.242189 | 3.383971 | -3.164479 | 2.850001 | 0.400058 | 0.4752 | 0.6617 | 0.3740 | nan | nan |
| 2459895 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 34.454950 | -0.693855 | -0.223424 | 0.334965 | 2.889985 | -1.840357 | 1.740239 | -1.031909 | 0.6032 | 0.7416 | 0.2723 | nan | nan |
| 2459894 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 36.805569 | -0.730570 | -0.271987 | -0.240047 | 3.745728 | -2.569089 | 0.697374 | -0.210422 | 0.4797 | 0.6634 | 0.3638 | nan | nan |
| 2459893 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 35.424333 | -0.810902 | -0.401762 | -0.456962 | 2.561886 | -2.543665 | 0.568441 | 0.115559 | 0.4809 | 0.6637 | 0.3654 | nan | nan |
| 2459892 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 34.813278 | -0.709730 | -0.390274 | -0.390819 | 1.650396 | -1.892598 | 1.975972 | 0.023676 | 0.4715 | 0.6632 | 0.3686 | nan | nan |
| 2459891 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 32.198714 | -0.677446 | -0.166037 | -0.156102 | 3.174478 | -2.734856 | -0.476740 | 0.162768 | 0.4588 | 0.6516 | 0.3731 | nan | nan |
| 2459890 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 34.425632 | -0.758502 | -0.366467 | 0.087381 | 2.658356 | -2.066323 | 5.219010 | -0.337673 | 0.4604 | 0.6494 | 0.3708 | nan | nan |
| 2459889 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 37.629983 | -0.698350 | -0.260220 | -0.212354 | 4.206195 | -2.996214 | 0.096247 | 0.118168 | 0.4717 | 0.6539 | 0.3656 | nan | nan |
| 2459888 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 30.822870 | -0.613707 | -0.289360 | 0.025217 | 3.815053 | -2.681444 | 0.924998 | -0.765761 | 0.4941 | 0.6710 | 0.3608 | nan | nan |
| 2459887 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 33.252057 | -0.732893 | -0.990068 | -0.735418 | 2.013175 | -3.090873 | 1.778455 | -0.333685 | 0.4698 | 0.6513 | 0.3703 | nan | nan |
| 2459886 | not_connected | 100.00% | 1.06% | 1.06% | 0.00% | - | - | 40.507900 | -1.028251 | -0.353093 | 0.324740 | 6.602767 | 5.792276 | 0.339463 | -0.314917 | 0.5645 | 0.7067 | 0.3297 | nan | nan |
| 2459885 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 52.727778 | 1.126734 | 16.939028 | 22.226406 | 8.492147 | 2.968253 | 10.698809 | 4.632404 | 0.5327 | 0.6916 | 0.3356 | nan | nan |
| 2459884 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 32.208300 | -0.846898 | -0.292314 | 0.061548 | 3.341897 | -2.345048 | 0.975099 | 0.040764 | 0.4702 | 0.6457 | 0.3687 | nan | nan |
| 2459883 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 41.307264 | 1.148449 | 14.829655 | 19.573293 | 4.263958 | 1.239737 | 6.185125 | 1.933434 | 0.4837 | 0.6612 | 0.3634 | nan | nan |
| 2459882 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 70.511584 | 1.620955 | 17.108801 | 22.593115 | 6.935117 | 1.976010 | 9.149451 | 0.343175 | 0.4808 | 0.6594 | 0.3573 | nan | nan |
| 2459881 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 40.037550 | 1.014060 | 19.209511 | 26.092388 | 10.710899 | 3.485764 | 0.808277 | 2.561563 | 0.5489 | 0.7093 | 0.3098 | nan | nan |
| 2459880 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 48.671705 | 1.059893 | 15.401753 | 20.736293 | 4.176932 | 1.097523 | 3.557934 | 0.271460 | 0.4741 | 0.6555 | 0.3721 | nan | nan |
| 2459879 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 28.395052 | -1.130021 | -1.695650 | -2.226702 | -0.196212 | -1.629810 | 0.583775 | 0.871244 | 0.4581 | 0.6472 | 0.3862 | nan | nan |
| 2459878 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 43.379357 | 1.268966 | 19.175837 | 25.459896 | 6.855537 | 2.395780 | 8.330593 | 2.658314 | 0.4756 | 0.6641 | 0.3759 | nan | nan |
| 2459876 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459875 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 52.829882 | 0.840733 | 18.258906 | 24.192620 | 8.235354 | 3.082107 | 2.024547 | 3.745369 | 0.5007 | 0.6711 | 0.3907 | nan | nan |
| 2459874 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 14.641217 | 14.661278 | 29.164500 | 29.868210 | 16.261097 | 24.439895 | -5.067914 | -6.014579 | 0.4762 | 0.6267 | 0.3589 | nan | nan |
| 2459873 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459872 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 51.039712 | 0.634174 | 17.017913 | 22.254174 | 10.943608 | 4.596458 | -0.774765 | 0.962124 | 0.4867 | 0.6517 | 0.3789 | nan | nan |
| 2459871 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 40.236402 | 0.514694 | 16.973853 | 22.787346 | 10.516640 | 3.963673 | 0.104362 | 0.988490 | 0.4945 | 0.6476 | 0.3696 | nan | nan |
| 2459870 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 64.253286 | 1.364784 | 12.507944 | 16.524392 | 7.179657 | 2.724127 | -0.433664 | 2.168139 | 0.4944 | 0.6542 | 0.3735 | nan | nan |
| 2459869 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 51.842239 | 1.176483 | 12.287622 | 16.094443 | 8.969338 | 3.566012 | 1.700402 | 2.591477 | 0.5117 | 0.6750 | 0.3692 | nan | nan |
| 2459868 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 59.970547 | 1.523328 | 19.131307 | 25.796779 | 6.244468 | 2.386340 | 2.354195 | -0.289606 | 0.4811 | 0.6492 | 0.3814 | nan | nan |
| 2459867 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459866 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 47.958885 | 0.820108 | 14.359641 | 18.637322 | 5.393010 | 0.658091 | 0.328302 | -0.973881 | 0.4940 | 0.6546 | 0.3734 | nan | nan |
| 2459865 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 53.474007 | 2.021570 | 19.454424 | 24.712108 | 10.314455 | 2.634704 | 7.687408 | 4.152159 | 0.5305 | 0.6773 | 0.3478 | nan | nan |
| 2459864 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 66.723449 | 1.178679 | 10.125732 | 12.207980 | 5.286170 | 1.727024 | 0.473369 | -0.024778 | 0.4951 | 0.6533 | 0.3928 | nan | nan |
| 2459863 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 43.873754 | -0.832625 | -0.277321 | 0.097401 | 2.844861 | -1.249903 | 0.650343 | -0.734166 | 0.4866 | 0.6387 | 0.3769 | nan | nan |
| 2459862 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 44.982962 | -0.106306 | 12.763805 | 14.692284 | 6.548921 | 2.694833 | 0.440771 | -0.513407 | 0.4778 | 0.6758 | 0.4171 | nan | nan |
| 2459861 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 32.848785 | -1.033042 | -1.137934 | -1.182018 | 0.698423 | -1.747924 | -0.616144 | -0.860206 | 0.5016 | 0.6556 | 0.3888 | nan | nan |
| 2459860 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459859 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 28.412730 | -1.018334 | -1.059899 | -1.154176 | 0.441769 | -1.377441 | -0.058704 | -0.223161 | 0.5179 | 0.6569 | 0.3792 | nan | nan |
| 2459858 | not_connected | 100.00% | 13.43% | 0.00% | 0.00% | 100.00% | 0.00% | 31.701631 | -1.254080 | -1.528550 | -1.549288 | 0.705898 | -1.394642 | -0.592421 | -0.520262 | 0.5209 | 0.6618 | 0.3872 | 2.597246 | 2.345898 |
| 2459857 | not_connected | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.370914 | -0.466261 | 2.826262 | 2.773593 | 0.464574 | 0.189710 | -1.088132 | -0.414030 | 0.0416 | 0.0449 | 0.0094 | nan | nan |
| 2459856 | not_connected | 100.00% | 11.43% | 0.00% | 0.00% | 100.00% | 0.00% | 42.756287 | 0.203658 | 9.163743 | 10.617774 | 3.519773 | 0.944081 | -0.822421 | 0.221419 | 0.5124 | 0.6758 | 0.3865 | 3.635088 | 2.586450 |
| 2459855 | not_connected | 100.00% | 28.35% | 0.00% | 0.00% | 100.00% | 0.00% | 50.691512 | 0.312469 | 10.401613 | 11.967162 | 1.388470 | 0.184292 | -0.517856 | -0.486014 | 0.4798 | 0.6845 | 0.4460 | 2.585927 | 2.551360 |
| 2459854 | not_connected | 100.00% | 11.64% | 0.00% | 0.00% | 100.00% | 0.00% | 52.528935 | 0.132364 | 9.207117 | 10.440514 | 1.445285 | 0.028097 | -0.584081 | 0.136106 | 0.5283 | 0.7221 | 0.4362 | 2.569241 | 2.325108 |
| 2459853 | not_connected | 100.00% | 11.80% | 0.00% | 0.00% | 100.00% | 0.00% | 36.821053 | 0.124927 | 11.672415 | 13.421777 | 4.182604 | 0.823653 | -0.114445 | -0.143664 | 0.5350 | 0.6592 | 0.3886 | 2.904253 | 2.830357 |
| 2459852 | not_connected | 100.00% | 0.54% | 0.00% | 0.00% | 100.00% | 0.00% | 21.127065 | 2.182967 | 10.547545 | 13.337223 | 8.089456 | 5.751043 | 8.489643 | 9.991319 | 0.6887 | 0.8101 | 0.2612 | 5.896164 | 3.872362 |
| 2459851 | not_connected | 100.00% | 7.52% | 0.00% | 0.00% | 100.00% | 0.00% | 32.101732 | 3.290501 | 13.156302 | 14.152944 | 10.881534 | 13.469416 | 4.689941 | 11.691461 | 0.5758 | 0.7214 | 0.3357 | 2.879976 | 2.611413 |
| 2459850 | not_connected | 100.00% | 12.85% | 0.00% | 0.00% | 100.00% | 0.00% | 37.566240 | 0.607696 | 11.135638 | 12.455829 | 5.900964 | 3.279892 | -0.295260 | 5.914976 | 0.5705 | 0.7359 | 0.3565 | 2.543148 | 2.654551 |
| 2459849 | not_connected | 100.00% | 8.09% | 0.00% | 0.00% | 100.00% | 0.00% | 41.600329 | 0.774444 | 22.600330 | 25.301992 | 4.621247 | 0.498143 | -1.037413 | 0.041499 | 0.5645 | 0.7263 | 0.3571 | 3.230015 | 3.258285 |
| 2459848 | not_connected | 100.00% | 12.75% | 0.00% | 0.00% | 100.00% | 0.00% | 40.681405 | 0.819699 | 16.472061 | 18.159127 | 8.590059 | 3.189961 | -0.937162 | -0.255294 | 0.5432 | 0.7315 | 0.3828 | 3.799077 | 3.132232 |
| 2459847 | not_connected | 100.00% | 16.11% | 0.00% | 0.00% | 100.00% | 0.00% | 43.057561 | 0.506269 | 15.517921 | 17.283599 | 8.207806 | 3.877039 | 0.658783 | -0.955846 | 0.5156 | 0.6575 | 0.3949 | 2.748276 | 2.478284 |
| 2459846 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 35.644619 | 6.379568 | 10.571478 | 14.335699 | 14.940228 | 7.876759 | 1.186101 | -0.529771 | 0.6372 | 0.6371 | 0.3717 | 1.572709 | 1.797315 |
| 2459845 | not_connected | 100.00% | 2.21% | 0.00% | 0.00% | 100.00% | 0.00% | 46.929114 | 1.328376 | 20.842908 | 23.773703 | 5.653696 | 1.046493 | 0.502191 | -1.474708 | 0.5746 | 0.7347 | 0.3595 | 0.000000 | 0.000000 |
| 2459844 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.934561 | 0.251785 | 66.212188 | 64.427461 | 2.694056 | 2.966033 | 1.401476 | 2.287592 | 0.0443 | 0.0573 | 0.0176 | nan | nan |
| 2459843 | not_connected | 100.00% | 1.75% | 0.66% | 0.00% | 100.00% | 0.00% | 22.571245 | 7.598276 | 16.576853 | 17.367270 | 5.032624 | 7.420442 | -0.884770 | -2.947332 | 0.6004 | 0.7196 | 0.3709 | 3.279019 | 3.606941 |
| 2459842 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.978673 | 0.262219 | -0.756236 | -1.065072 | -1.161207 | -2.583017 | -0.244257 | -1.618291 | 0.5722 | 0.6297 | 0.2107 | 4.380152 | 3.124631 |
| 2459841 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 35.332179 | 29.317593 | 54.816724 | 53.257811 | 33.795094 | 30.839767 | 7.578789 | 9.854823 | 0.0603 | 0.0689 | 0.0307 | nan | nan |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 31.507158 | 0.220856 | 31.507158 | 0.572757 | -0.761793 | -1.620131 | 2.279623 | -0.306963 | 1.380740 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 32.906736 | 32.906736 | 0.074705 | -0.686126 | 0.566250 | 2.100038 | -1.368482 | 0.830636 | 0.174794 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 31.564393 | -0.332456 | 31.564393 | -0.579182 | -0.463115 | -2.098556 | 1.722087 | 0.416341 | 2.338456 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 32.642866 | -0.310582 | 32.642866 | -0.029583 | -0.134983 | -1.334911 | 1.945714 | 1.090107 | 0.920172 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 31.218009 | -0.343164 | 31.218009 | -0.105155 | -0.268199 | -2.752524 | 4.905398 | 0.472979 | 3.146539 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 31.693844 | -0.347815 | 31.693844 | 0.106405 | -0.083061 | -1.688792 | 2.833334 | 0.972547 | -0.800006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 32.100079 | -0.305562 | 32.100079 | -0.184193 | -0.279097 | -1.561759 | 1.596405 | 0.860478 | -0.908435 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 35.398167 | 35.398167 | -0.130277 | -0.151776 | 0.130560 | 2.008333 | -1.649280 | 2.952381 | 0.122197 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Power | inf | 255.416481 | 254.796428 | inf | inf | 7.251245 | 7.592338 | -5.100854 | -5.006895 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 32.256524 | 32.256524 | -0.570751 | -0.552611 | -0.421691 | 1.166132 | -1.872310 | 1.294933 | 0.049096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 30.408831 | -0.582154 | 30.408831 | -0.376490 | -0.431979 | -2.144229 | 2.490197 | 0.662229 | -0.590940 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 29.534849 | -0.474829 | 29.534849 | -0.242069 | -0.165396 | -2.318754 | 3.245353 | 0.656831 | 0.824143 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 28.515090 | -0.510124 | 28.515090 | -0.242189 | -0.245189 | -3.164479 | 3.383971 | 0.400058 | 2.850001 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 34.454950 | 34.454950 | -0.693855 | -0.223424 | 0.334965 | 2.889985 | -1.840357 | 1.740239 | -1.031909 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 36.805569 | -0.730570 | 36.805569 | -0.240047 | -0.271987 | -2.569089 | 3.745728 | -0.210422 | 0.697374 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 35.424333 | 35.424333 | -0.810902 | -0.401762 | -0.456962 | 2.561886 | -2.543665 | 0.568441 | 0.115559 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 34.813278 | -0.709730 | 34.813278 | -0.390819 | -0.390274 | -1.892598 | 1.650396 | 0.023676 | 1.975972 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 32.198714 | 32.198714 | -0.677446 | -0.166037 | -0.156102 | 3.174478 | -2.734856 | -0.476740 | 0.162768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 34.425632 | -0.758502 | 34.425632 | 0.087381 | -0.366467 | -2.066323 | 2.658356 | -0.337673 | 5.219010 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 37.629983 | 37.629983 | -0.698350 | -0.260220 | -0.212354 | 4.206195 | -2.996214 | 0.096247 | 0.118168 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 30.822870 | -0.613707 | 30.822870 | 0.025217 | -0.289360 | -2.681444 | 3.815053 | -0.765761 | 0.924998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 33.252057 | -0.732893 | 33.252057 | -0.735418 | -0.990068 | -3.090873 | 2.013175 | -0.333685 | 1.778455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 40.507900 | 40.507900 | -1.028251 | -0.353093 | 0.324740 | 6.602767 | 5.792276 | 0.339463 | -0.314917 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 52.727778 | 1.126734 | 52.727778 | 22.226406 | 16.939028 | 2.968253 | 8.492147 | 4.632404 | 10.698809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 32.208300 | -0.846898 | 32.208300 | 0.061548 | -0.292314 | -2.345048 | 3.341897 | 0.040764 | 0.975099 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 41.307264 | 1.148449 | 41.307264 | 19.573293 | 14.829655 | 1.239737 | 4.263958 | 1.933434 | 6.185125 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 70.511584 | 1.620955 | 70.511584 | 22.593115 | 17.108801 | 1.976010 | 6.935117 | 0.343175 | 9.149451 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 40.037550 | 1.014060 | 40.037550 | 26.092388 | 19.209511 | 3.485764 | 10.710899 | 2.561563 | 0.808277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 48.671705 | 1.059893 | 48.671705 | 20.736293 | 15.401753 | 1.097523 | 4.176932 | 0.271460 | 3.557934 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 28.395052 | -1.130021 | 28.395052 | -2.226702 | -1.695650 | -1.629810 | -0.196212 | 0.871244 | 0.583775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 43.379357 | 1.268966 | 43.379357 | 25.459896 | 19.175837 | 2.395780 | 6.855537 | 2.658314 | 8.330593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 52.829882 | 52.829882 | 0.840733 | 18.258906 | 24.192620 | 8.235354 | 3.082107 | 2.024547 | 3.745369 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | nn Power | 29.868210 | 14.641217 | 14.661278 | 29.164500 | 29.868210 | 16.261097 | 24.439895 | -5.067914 | -6.014579 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 51.039712 | 0.634174 | 51.039712 | 22.254174 | 17.017913 | 4.596458 | 10.943608 | 0.962124 | -0.774765 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 40.236402 | 0.514694 | 40.236402 | 22.787346 | 16.973853 | 3.963673 | 10.516640 | 0.988490 | 0.104362 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 64.253286 | 64.253286 | 1.364784 | 12.507944 | 16.524392 | 7.179657 | 2.724127 | -0.433664 | 2.168139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 51.842239 | 51.842239 | 1.176483 | 12.287622 | 16.094443 | 8.969338 | 3.566012 | 1.700402 | 2.591477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 59.970547 | 59.970547 | 1.523328 | 19.131307 | 25.796779 | 6.244468 | 2.386340 | 2.354195 | -0.289606 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 47.958885 | 0.820108 | 47.958885 | 18.637322 | 14.359641 | 0.658091 | 5.393010 | -0.973881 | 0.328302 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 53.474007 | 53.474007 | 2.021570 | 19.454424 | 24.712108 | 10.314455 | 2.634704 | 7.687408 | 4.152159 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 66.723449 | 1.178679 | 66.723449 | 12.207980 | 10.125732 | 1.727024 | 5.286170 | -0.024778 | 0.473369 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 43.873754 | 43.873754 | -0.832625 | -0.277321 | 0.097401 | 2.844861 | -1.249903 | 0.650343 | -0.734166 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 44.982962 | 44.982962 | -0.106306 | 12.763805 | 14.692284 | 6.548921 | 2.694833 | 0.440771 | -0.513407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 32.848785 | -1.033042 | 32.848785 | -1.182018 | -1.137934 | -1.747924 | 0.698423 | -0.860206 | -0.616144 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 28.412730 | 28.412730 | -1.018334 | -1.059899 | -1.154176 | 0.441769 | -1.377441 | -0.058704 | -0.223161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 31.701631 | -1.254080 | 31.701631 | -1.549288 | -1.528550 | -1.394642 | 0.705898 | -0.520262 | -0.592421 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Power | 2.826262 | -0.466261 | -0.370914 | 2.773593 | 2.826262 | 0.189710 | 0.464574 | -0.414030 | -1.088132 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 42.756287 | 42.756287 | 0.203658 | 9.163743 | 10.617774 | 3.519773 | 0.944081 | -0.822421 | 0.221419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 50.691512 | 0.312469 | 50.691512 | 11.967162 | 10.401613 | 0.184292 | 1.388470 | -0.486014 | -0.517856 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 52.528935 | 0.132364 | 52.528935 | 10.440514 | 9.207117 | 0.028097 | 1.445285 | 0.136106 | -0.584081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 36.821053 | 0.124927 | 36.821053 | 13.421777 | 11.672415 | 0.823653 | 4.182604 | -0.143664 | -0.114445 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 21.127065 | 21.127065 | 2.182967 | 10.547545 | 13.337223 | 8.089456 | 5.751043 | 8.489643 | 9.991319 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 32.101732 | 32.101732 | 3.290501 | 13.156302 | 14.152944 | 10.881534 | 13.469416 | 4.689941 | 11.691461 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 37.566240 | 37.566240 | 0.607696 | 11.135638 | 12.455829 | 5.900964 | 3.279892 | -0.295260 | 5.914976 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 41.600329 | 41.600329 | 0.774444 | 22.600330 | 25.301992 | 4.621247 | 0.498143 | -1.037413 | 0.041499 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 40.681405 | 0.819699 | 40.681405 | 18.159127 | 16.472061 | 3.189961 | 8.590059 | -0.255294 | -0.937162 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 43.057561 | 0.506269 | 43.057561 | 17.283599 | 15.517921 | 3.877039 | 8.207806 | -0.955846 | 0.658783 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 35.644619 | 35.644619 | 6.379568 | 10.571478 | 14.335699 | 14.940228 | 7.876759 | 1.186101 | -0.529771 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 46.929114 | 1.328376 | 46.929114 | 23.773703 | 20.842908 | 1.046493 | 5.653696 | -1.474708 | 0.502191 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Power | 66.212188 | 1.934561 | 0.251785 | 66.212188 | 64.427461 | 2.694056 | 2.966033 | 1.401476 | 2.287592 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 22.571245 | 7.598276 | 22.571245 | 17.367270 | 16.576853 | 7.420442 | 5.032624 | -2.947332 | -0.884770 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Shape | 10.978673 | 10.978673 | 0.262219 | -0.756236 | -1.065072 | -1.161207 | -2.583017 | -0.244257 | -1.618291 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | N06 | not_connected | ee Power | 54.816724 | 35.332179 | 29.317593 | 54.816724 | 53.257811 | 33.795094 | 30.839767 | 7.578789 | 9.854823 |